KalmanFilter.initialize_known(constant, stationary_cov)

Initialize the statespace model with known distribution for initial state.

These values are assumed to be known with certainty or else filled with parameters during, for example, maximum likelihood estimation.

  • constant (array_like) – Known mean of the initial state vector.
  • stationary_cov (array_like) – Known covariance matrix of the initial state vector.